Study on Modeling of Short-term Wind speed Forecasting based on Time Series Analysis
- https://doi.org/10.2991/icsste-15.2015.116How to use a DOI?
- Time series; prediction; wind speed; wind farm;
Wind speed forecasting is an important work in the design of wind farm planning. Because of the wind speed itself has a timing sequence and autocorrelation, the paper propose wind speed forecast model for wind farms based on time series analysis. In order to test the validity of time series analysis model, using ARMA (P, q) function. In the example, compared the distribution characteristics of wind speed prediction with the actual characteristics of wind speed distribution, verify the time series model proposed in this paper use for the feasibility of wind speed forecast.
- © 2015, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Zhang Yu PY - 2015/04 DA - 2015/04 TI - Study on Modeling of Short-term Wind speed Forecasting based on Time Series Analysis BT - Proceedings of the 2015 International Conference on Social Science and Technology Education PB - Atlantis Press SP - 426 EP - 429 SN - 2352-5398 UR - https://doi.org/10.2991/icsste-15.2015.116 DO - https://doi.org/10.2991/icsste-15.2015.116 ID - Yu2015/04 ER -